Accelerate your
Enterprise IT

AI Solutions Engineer that integrates, migrates, and operates the systems your business runs on. Enterprise systems should be at the speed of AI.

Get Started See it run

Integrates with your

How it works

Assemble your IT Stack.

Scope.

Understand how your stack currently operates and how a proposed change would ripple through every dependent system.

Run.

Deploy and operate changes across systems from a single interface. Use the workbench to assemble every module, customization, or upgrade.

Verify.

Validate the work by generating the tests it should pass. Run them against a shadow, prove parity, and ship only what survives.

Use cases

Built for the work IT actually does.

Integration

Salesforce → NetSuite order sync repair

When a Salesforce opportunity closes but NetSuite drops a field on the floor, trace the failure end-to-end, scope the blast radius, fix in sandbox, and package CAB-ready change evidence.

HRIS propagation

Propagate Workday org change

When Workday creates a new org, tribal knowledge says: stage every NetSuite change ahead of time, then ship a CAB-ready change request.

Data quality

Vendor master deduplication

Find duplicate vendor groups, auto-merge the safe ones, queue the rest for AP review. Spend totals reconcile to the dollar.

CRM migration

Google Sheets + Notion → HubSpot

Outgrow the spreadsheet. Turn Google Sheets pipeline stages and Notion customer context into clean HubSpot companies, contacts, deals, notes, and associations — with a go-live plan your sales team can actually follow.

Cross-system schema change

Cross-system schema change across Zoho, SuccessFactors & SAP

A regulated market needs one compliance ID to land in Zoho, SuccessFactors, and SAP at once. One instruction builds, tests, and gates all three.

Trust & security

The control layer under every agent run.

Assemble agents earn production access by planning first, proving the change is safe, and leaving an audit trail your team can inspect.

Pre-compute every change

Runs simulate against a shadow of your data before anything reaches production.

Scope the blast radius

Each run tabulates records, consumers, permissions, and downstream effects first.

Snapshot and roll back

Point-in-time snapshots and reversible traces give teams a clear recovery path.

Validate before merge

Contract checks and invariants gate every output so bad work fails closed.

Demo

Learn more

We would love to hear from you. Book a demo to see how you can supercharge your IT stack without interrupting your normal workflows.

Reach out to us at founders@assemble.ai to learn more.